Qianyu Zhou

周千寓

Ph.D

Digital Media & Computer Vision (DMCV) Laboratory
Department of Computer Science and Engineering
Shanghai Jiao Tong University
Shanghai, China

Email: zhouqianyu@sjtu.edu.cn Google Scholar DBLP Semantic Scholar ORCID


Biography

I got the Ph.D. degree at the Department of Computer Science and Engineering, as well as DMCV Lab, Shanghai Jiao Tong University (SJTU), supervised by Prof. Lizhuang Ma. I was selected into Wenjun Wu AI Honored Ph.D Class (Top 1%) and Zhiyuan Honored Ph.D Program (The Highest Honor) of SJTU, co-advised by Dr. Jianping Shi. Before that, I received the B.Sc degree from the College of Computer Science and Technology, Jilin University in 2019. I have published 20+ papers at top-tier journals and conferences (1000+ citations) such as IEEE TPAMI, CVPR, ICCV, ECCV, NeurIPS, ACM MM, AAAI, and etc. My research has won the Leading Technology Award of the World Internet Conference (WIC) 2024, the Top 3% Paper Recognition Award of ICASSP 2023, and Best Paper Award of CAD/Graphics 2023.

Reserach Interests

Computer Vision, Machine Intelligence.

  • Transfer Learning, e.g., domain adaptation, domain generalization, and semi-supervised learning.

  • Scene Understanding, e.g., semantic segmentation, object detection in images and videos.

  • Multi-Modal Learning, e.g., vision-language models, 3D point cloud understanding.

  • Biometrics, e.g., face anti-spoofing, presentation attack detection.

News

  • [09/2024] Two papers are accepted to NeurIPS 2024 (25.80% acceptance rate).

  • [09/2024] I got the Leading Technology Award of the World Internet Conference (WIC) 2024.

  • [07/2024] Three papers are accepted to ACM MM 2024 (26.20% acceptance rate).

  • [07/2024] Two papers are accepted to ECCV 2024 (27.90% acceptance rate).

  • [06/2024] I got my Ph.D. degree in Department of CSE, SJTU.

  • [06/2024] One paper is accepted to TCSVT (15% acceptance rate, IF=8.4).

  • [05/2024] I have successfully defended my PhD thesis!.

  • [03/2024] One paper is accepted to TVCG (25% acceptance rate, IF=5.6).

  • [02/2024] Two papers are accepted to CVPR 2024 (23.58% acceptance rate).

  • [01/2024] Our paper TransVOD (TPAMI 2023) becomes the ESI Highly Cited Paper (Top 1%).

  • [12/2023] One paper is accepted to AAAI 2024 (23.75% acceptance rate).

  • [09/2023] I won the Yuanqing Yang Ph.D Fellowship (3 recipients per year in SJTU).

  • [08/2023] One paper won the Best Paper Award in CAD/Graphics 2023.

  • [06/2023] One paper is selected into Top 3% Paper Recognition of all papers accepted at ICASSP 2023.

  • [05/2023] One paper is accepted to the 1st Workshop on Vision-based InduStrial InspectiON (VISION) of CVPR 2023.

  • [03/2023] One paper is accepted to CVPR 2023 (25.78% acceptance rate).

  • [01/2023] One paper is accepted to TPAMI (9% acceptance rate, IF=23.6).

  • [11/2022] One paper is accepted to TPAMI (9% acceptance rate, IF=23.6).

  • [09/2022] One paper is accepted to TCSVT (15% acceptance rate, IF=8.4).

  • [08/2022] I am invited to serve as a Programme Committee member of AAAI 2023.

  • [07/2022] One paper is accepted to ECCV 2022 (26% acceptance rate).

  • [06/2022] One paper is accepted to ACM MM 2022 (27.9% acceptance rate).

  • [05/2022] One paper is accepted to Pattern Recognition (19% acceptance rate, IF=8.0).

  • [05/2022] One paper is accepted to CVIU (17% acceptance rate, IF=4.5).

  • [03/2022] One paper is selected as an oral presentation of ICME 2022 (top 14.5%).

Preprints

    PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model
    Hao Yang*, Qianyu Zhou*, Haijia Sun, Xiangtai Li, Fengqi Liu, Xuequan Lu, Lizhuang Ma, Shuicheng Yan.
    arXiv preprint arXiv:2408.13574.

    [paper] [arxiv] [bib]

    Diverse Target and Contribution Scheduling for Domain Generalization
    Shaocong Long*, Qianyu Zhou*, Chenhao Ying, Lizhuang Ma, Yuan Luo.
    ArXiv preprint arXiv:2309.16460.

    [paper] [arxiv] [code] [bib]

    SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes
    Yiran Song*, Qianyu Zhou*, Xuequan Lu, Zhiwen Shao, Lizhuang Ma.
    ArXiv preprint arXiv:2401.17803.

    [paper] [arxiv] [code] [bib]

    Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models
    Fengfan Zhou, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Lizhuang Ma, Hefei Ling.
    ArXiv preprint arXiv:2405.16940.

    [paper] [arxiv] [bib]

Publications (show selected / show all)

[Google Scholar] (* indicates joint first author, and † indicates corresponding author)



Education

Experience

Academic Services

Honors & Awards

  • Leading Technology Award of the World Internet Conference (WIC) 2024
    2024

  • Zhiyuan Honored Ph.D Fellowship, Shanghai Jiao Tong University
    2019 - 2024

  • Wenjun wu AI Honored Ph.D Fellowship, Shanghai Jiao Tong University
    2019 - 2024

  • Yuanqing Yang Ph.D Fellowship, Shanghai Jiao Tong University
    2023

  • Best Paper Award in CAD/Graphics 2023
    2023

  • Top 3% Paper Recognition of all papers accepted at ICASSP 2023
    2023

  • First Class Scholarship of DMCV Lab, Shanghai Jiao Tong University
    2022

  • National Scholarship, Ministry of Education of P.R. China
    2016 - 2018

  • President Scholarship of Jilin University
    2019

  • Outstanding Graduates of Jilin University
    2019

  • Top Ten Honorary Undergraduates (The Highest Honor), Jilin University
    2019

Students/Coauthorship

  • Ph.D Students

    • Hao Yang, Shanghai Jiao Tong University, Co-supervise with Prof. Lizhuang Ma

    • Jincen Jiang, Bournemouth University, Co-supervise with Prof. Xuequan Lu

    • Yinghui Li, Deakin University, Co-supervise with Prof. Xuequan Lu

    • Zitong Wang, Northeast Normal University -> Jilin University

  • Alumni

    • Yiran Song, Shanghai Jiao Tong University (Currently at University of Minnesota), Co-supervised with Lizhuang Ma

    • Qiqi Gu, Shanghai Jiao Tong University (Currently at Tencent), Co-supervised with Prof. Lizhuang Ma

    • Shaocong Long, Shanghai Jiao Tong University, Co-supervise with Prof. Yuan Luo

    • Zhengyang Feng, Shanghai Jiao Tong University (Currently at Momenta), Co-supervised with Prof. Lizhuang Ma



© Qianyu Zhou | Last updated: 05/2024